Dataset statistics
| Number of variables | 29 |
|---|---|
| Number of observations | 1385 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 313.9 KiB |
| Average record size in memory | 232.1 B |
Variable types
| Numeric | 20 |
|---|---|
| Categorical | 9 |
Reproduction
| Analysis started | 2021-01-26 20:35:31.960244 |
|---|---|
| Analysis finished | 2021-01-26 20:36:21.237674 |
| Duration | 49.28 seconds |
| Software version | pandas-profiling v2.10.0 |
| Download configuration | config.yaml |
Age
Real number (ℝ≥0)
| Distinct | 30 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.31913357 |
|---|---|
| Minimum | 32 |
| Maximum | 61 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.9 KiB |
Quantile statistics
| Minimum | 32 |
|---|---|
| 5-th percentile | 33 |
| Q1 | 39 |
| median | 46 |
| Q3 | 54 |
| 95-th percentile | 60 |
| Maximum | 61 |
| Range | 29 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 8.781505747 |
|---|---|
| Coefficient of variation (CV) | 0.1895870037 |
| Kurtosis | -1.253372549 |
| Mean | 46.31913357 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.006834851623 |
| Sum | 64152 |
| Variance | 77.11484318 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 56 | 58 | 4.2% |
| 33 | 56 | 4.0% |
| 39 | 54 | 3.9% |
| 36 | 51 | 3.7% |
| 43 | 51 | 3.7% |
| 47 | 51 | 3.7% |
| 32 | 50 | 3.6% |
| 53 | 49 | 3.5% |
| 41 | 48 | 3.5% |
| 34 | 48 | 3.5% |
| Other values (20) | 869 |
| Value | Count | Frequency (%) |
| 32 | 50 | |
| 33 | 56 | |
| 34 | 48 | |
| 35 | 44 | |
| 36 | 51 | |
| 37 | 46 | |
| 38 | 48 | |
| 39 | 54 | |
| 40 | 37 | |
| 41 | 48 |
| Value | Count | Frequency (%) |
| 61 | 40 | |
| 60 | 45 | |
| 59 | 48 | |
| 58 | 47 | |
| 57 | 46 | |
| 56 | 58 | |
| 55 | 44 | |
| 54 | 46 | |
| 53 | 49 | |
| 52 | 45 |
Gender
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.6 KiB |
| 1 | |
|---|---|
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1385 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 2 |
| 5th row | 1 |
| Value | Count | Frequency (%) |
| 1 | 707 | |
| 2 | 678 |
| Value | Count | Frequency (%) |
| 1 | 707 | |
| 2 | 678 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 707 | |
| 2 | 678 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1385 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 1 | 707 | |
| 2 | 678 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1385 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 1 | 707 | |
| 2 | 678 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1385 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 1 | 707 | |
| 2 | 678 |
BMI
Real number (ℝ≥0)
| Distinct | 14 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.60866426 |
|---|---|
| Minimum | 22 |
| Maximum | 35 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.9 KiB |
Quantile statistics
| Minimum | 22 |
|---|---|
| 5-th percentile | 22 |
| Q1 | 25 |
| median | 29 |
| Q3 | 32 |
| 95-th percentile | 35 |
| Maximum | 35 |
| Range | 13 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 4.076215379 |
|---|---|
| Coefficient of variation (CV) | 0.1424818489 |
| Kurtosis | -1.244280222 |
| Mean | 28.60866426 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -0.03557283505 |
| Sum | 39623 |
| Variance | 16.61553181 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 34 | 118 | 8.5% |
| 24 | 112 | 8.1% |
| 28 | 107 | 7.7% |
| 33 | 104 | 7.5% |
| 31 | 104 | 7.5% |
| 35 | 100 | 7.2% |
| 27 | 99 | 7.1% |
| 23 | 97 | 7.0% |
| 22 | 96 | 6.9% |
| 30 | 95 | 6.9% |
| Other values (4) | 353 |
| Value | Count | Frequency (%) |
| 22 | 96 | |
| 23 | 97 | |
| 24 | 112 | |
| 25 | 92 | |
| 26 | 78 | |
| 27 | 99 | |
| 28 | 107 | |
| 29 | 93 | |
| 30 | 95 | |
| 31 | 104 |
| Value | Count | Frequency (%) |
| 35 | 100 | |
| 34 | 118 | |
| 33 | 104 | |
| 32 | 90 | |
| 31 | 104 | |
| 30 | 95 | |
| 29 | 93 | |
| 28 | 107 | |
| 27 | 99 | |
| 26 | 78 |
Fever
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.6 KiB |
| 2 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1385 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 1 |
| 3rd row | 2 |
| 4th row | 1 |
| 5th row | 1 |
| Value | Count | Frequency (%) |
| 2 | 714 | |
| 1 | 671 |
| Value | Count | Frequency (%) |
| 2 | 714 | |
| 1 | 671 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 714 | |
| 1 | 671 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1385 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 2 | 714 | |
| 1 | 671 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1385 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 2 | 714 | |
| 1 | 671 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1385 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 2 | 714 | |
| 1 | 671 |
Nausea/Vomting
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.6 KiB |
| 2 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1385 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 2 |
| 5th row | 1 |
| Value | Count | Frequency (%) |
| 2 | 696 | |
| 1 | 689 |
| Value | Count | Frequency (%) |
| 2 | 696 | |
| 1 | 689 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 696 | |
| 1 | 689 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1385 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 2 | 696 | |
| 1 | 689 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1385 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 2 | 696 | |
| 1 | 689 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1385 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 2 | 696 | |
| 1 | 689 |
Headache
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.6 KiB |
| 1 | |
|---|---|
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1385 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 1 |
| 5th row | 2 |
| Value | Count | Frequency (%) |
| 1 | 698 | |
| 2 | 687 |
| Value | Count | Frequency (%) |
| 1 | 698 | |
| 2 | 687 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 698 | |
| 2 | 687 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1385 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 1 | 698 | |
| 2 | 687 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1385 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 1 | 698 | |
| 2 | 687 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1385 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 1 | 698 | |
| 2 | 687 |
Diarrhea
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.6 KiB |
| 2 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1385 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 2 |
| 4th row | 2 |
| 5th row | 1 |
| Value | Count | Frequency (%) |
| 2 | 696 | |
| 1 | 689 |
| Value | Count | Frequency (%) |
| 2 | 696 | |
| 1 | 689 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 696 | |
| 1 | 689 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1385 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 2 | 696 | |
| 1 | 689 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1385 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 2 | 696 | |
| 1 | 689 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1385 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 2 | 696 | |
| 1 | 689 |
Fatigue & generalized bone ache
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.6 KiB |
| 1 | |
|---|---|
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1385 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 2 |
| Value | Count | Frequency (%) |
| 1 | 694 | |
| 2 | 691 |
| Value | Count | Frequency (%) |
| 1 | 694 | |
| 2 | 691 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 694 | |
| 2 | 691 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1385 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 1 | 694 | |
| 2 | 691 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1385 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 1 | 694 | |
| 2 | 691 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1385 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 1 | 694 | |
| 2 | 691 |
Jaundice
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.6 KiB |
| 2 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1385 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 1 |
| 4th row | 2 |
| 5th row | 2 |
| Value | Count | Frequency (%) |
| 2 | 694 | |
| 1 | 691 |
| Value | Count | Frequency (%) |
| 2 | 694 | |
| 1 | 691 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 694 | |
| 1 | 691 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1385 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 2 | 694 | |
| 1 | 691 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1385 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 2 | 694 | |
| 1 | 691 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1385 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 2 | 694 | |
| 1 | 691 |
Epigastric pain
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.6 KiB |
| 2 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1385 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 2 |
| Value | Count | Frequency (%) |
| 2 | 698 | |
| 1 | 687 |
| Value | Count | Frequency (%) |
| 2 | 698 | |
| 1 | 687 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 698 | |
| 1 | 687 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1385 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 2 | 698 | |
| 1 | 687 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1385 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 2 | 698 | |
| 1 | 687 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1385 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 2 | 698 | |
| 1 | 687 |
WBC
Real number (ℝ≥0)
| Distinct | 1305 |
|---|---|
| Distinct (%) | 94.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7533.386282 |
|---|---|
| Minimum | 2991 |
| Maximum | 12101 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.9 KiB |
Quantile statistics
| Minimum | 2991 |
|---|---|
| 5-th percentile | 3414 |
| Q1 | 5219 |
| median | 7498 |
| Q3 | 9902 |
| 95-th percentile | 11676 |
| Maximum | 12101 |
| Range | 9110 |
| Interquartile range (IQR) | 4683 |
Descriptive statistics
| Standard deviation | 2668.220333 |
|---|---|
| Coefficient of variation (CV) | 0.3541860503 |
| Kurtosis | -1.220602077 |
| Mean | 7533.386282 |
| Median Absolute Deviation (MAD) | 2336 |
| Skewness | 0.0160808651 |
| Sum | 10433740 |
| Variance | 7119399.744 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 3414 | 3 | 0.2% |
| 6038 | 3 | 0.2% |
| 3271 | 3 | 0.2% |
| 11530 | 3 | 0.2% |
| 4082 | 3 | 0.2% |
| 3555 | 2 | 0.1% |
| 3486 | 2 | 0.1% |
| 10620 | 2 | 0.1% |
| 8429 | 2 | 0.1% |
| 7935 | 2 | 0.1% |
| Other values (1295) | 1360 |
| Value | Count | Frequency (%) |
| 2991 | 1 | |
| 2995 | 1 | |
| 3001 | 1 | |
| 3007 | 1 | |
| 3009 | 1 | |
| 3010 | 1 | |
| 3020 | 1 | |
| 3029 | 1 | |
| 3043 | 1 | |
| 3050 | 1 |
| Value | Count | Frequency (%) |
| 12101 | 1 | |
| 12094 | 1 | |
| 12093 | 1 | |
| 12088 | 1 | |
| 12082 | 1 | |
| 12078 | 1 | |
| 12067 | 1 | |
| 12064 | 1 | |
| 12061 | 1 | |
| 12049 | 1 |
RBC
Real number (ℝ≥0)
| Distinct | 1384 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4422129.611 |
|---|---|
| Minimum | 3816422 |
| Maximum | 5018451 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.9 KiB |
Quantile statistics
| Minimum | 3816422 |
|---|---|
| 5-th percentile | 3879629.2 |
| Q1 | 4121374 |
| median | 4438465 |
| Q3 | 4721279 |
| 95-th percentile | 4958421 |
| Maximum | 5018451 |
| Range | 1202029 |
| Interquartile range (IQR) | 599905 |
Descriptive statistics
| Standard deviation | 346357.7116 |
|---|---|
| Coefficient of variation (CV) | 0.07832373587 |
| Kurtosis | -1.19420021 |
| Mean | 4422129.611 |
| Median Absolute Deviation (MAD) | 301507 |
| Skewness | -0.04766267071 |
| Sum | 6124649511 |
| Variance | 1.199636644 × 1011 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 4153369 | 2 | 0.1% |
| 4136958 | 1 | 0.1% |
| 4049614 | 1 | 0.1% |
| 3955993 | 1 | 0.1% |
| 4740445 | 1 | 0.1% |
| 4169770 | 1 | 0.1% |
| 4553831 | 1 | 0.1% |
| 4683300 | 1 | 0.1% |
| 4445570 | 1 | 0.1% |
| 4593035 | 1 | 0.1% |
| Other values (1374) | 1374 |
| Value | Count | Frequency (%) |
| 3816422 | 1 | |
| 3816997 | 1 | |
| 3817833 | 1 | |
| 3818313 | 1 | |
| 3818404 | 1 | |
| 3819878 | 1 | |
| 3820024 | 1 | |
| 3820864 | 1 | |
| 3821231 | 1 | |
| 3821444 | 1 |
| Value | Count | Frequency (%) |
| 5018451 | 1 | |
| 5018034 | 1 | |
| 5017591 | 1 | |
| 5015912 | 1 | |
| 5015030 | 1 | |
| 5014890 | 1 | |
| 5014169 | 1 | |
| 5013681 | 1 | |
| 5012914 | 1 | |
| 5011388 | 1 |
HGB
Real number (ℝ≥0)
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.58772563 |
|---|---|
| Minimum | 10 |
| Maximum | 15 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.9 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 11 |
| median | 13 |
| Q3 | 14 |
| 95-th percentile | 15 |
| Maximum | 15 |
| Range | 5 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.71351128 |
|---|---|
| Coefficient of variation (CV) | 0.1361255663 |
| Kurtosis | -1.271331631 |
| Mean | 12.58772563 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.04688702911 |
| Sum | 17434 |
| Variance | 2.936120907 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 15 | 258 | |
| 12 | 236 | |
| 14 | 231 | |
| 13 | 225 | |
| 11 | 223 | |
| 10 | 212 |
| Value | Count | Frequency (%) |
| 10 | 212 | |
| 11 | 223 | |
| 12 | 236 | |
| 13 | 225 | |
| 14 | 231 | |
| 15 | 258 |
| Value | Count | Frequency (%) |
| 15 | 258 | |
| 14 | 231 | |
| 13 | 225 | |
| 12 | 236 | |
| 11 | 223 | |
| 10 | 212 |
Plat
Real number (ℝ≥0)
| Distinct | 1375 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 158348.0606 |
|---|---|
| Minimum | 93013 |
| Maximum | 226464 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.9 KiB |
Quantile statistics
| Minimum | 93013 |
|---|---|
| 5-th percentile | 98761.4 |
| Q1 | 124479 |
| median | 157916 |
| Q3 | 190314 |
| 95-th percentile | 219865.2 |
| Maximum | 226464 |
| Range | 133451 |
| Interquartile range (IQR) | 65835 |
Descriptive statistics
| Standard deviation | 38794.78555 |
|---|---|
| Coefficient of variation (CV) | 0.2449969099 |
| Kurtosis | -1.20412637 |
| Mean | 158348.0606 |
| Median Absolute Deviation (MAD) | 32848 |
| Skewness | 0.0324416118 |
| Sum | 219312064 |
| Variance | 1505035386 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 163145 | 2 | 0.1% |
| 186850 | 2 | 0.1% |
| 128569 | 2 | 0.1% |
| 171378 | 2 | 0.1% |
| 103368 | 2 | 0.1% |
| 223137 | 2 | 0.1% |
| 167031 | 2 | 0.1% |
| 199307 | 2 | 0.1% |
| 104272 | 2 | 0.1% |
| 218554 | 2 | 0.1% |
| Other values (1365) | 1365 |
| Value | Count | Frequency (%) |
| 93013 | 1 | |
| 93034 | 1 | |
| 93242 | 1 | |
| 93301 | 1 | |
| 93603 | 1 | |
| 93708 | 1 | |
| 93731 | 1 | |
| 93755 | 1 | |
| 93785 | 1 | |
| 93786 | 1 |
| Value | Count | Frequency (%) |
| 226464 | 1 | |
| 226428 | 1 | |
| 226259 | 1 | |
| 226129 | 1 | |
| 226071 | 1 | |
| 225941 | 1 | |
| 225818 | 1 | |
| 225816 | 1 | |
| 225723 | 1 | |
| 225559 | 1 |
AST 1
Real number (ℝ≥0)
| Distinct | 90 |
|---|---|
| Distinct (%) | 6.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 82.77472924 |
|---|---|
| Minimum | 39 |
| Maximum | 128 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.9 KiB |
Quantile statistics
| Minimum | 39 |
|---|---|
| 5-th percentile | 43 |
| Q1 | 60 |
| median | 83 |
| Q3 | 105 |
| 95-th percentile | 123.8 |
| Maximum | 128 |
| Range | 89 |
| Interquartile range (IQR) | 45 |
Descriptive statistics
| Standard deviation | 25.99324217 |
|---|---|
| Coefficient of variation (CV) | 0.3140238863 |
| Kurtosis | -1.204960281 |
| Mean | 82.77472924 |
| Median Absolute Deviation (MAD) | 23 |
| Skewness | 0.03013154245 |
| Sum | 114643 |
| Variance | 675.6486384 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 86 | 26 | 1.9% |
| 124 | 22 | 1.6% |
| 121 | 22 | 1.6% |
| 93 | 21 | 1.5% |
| 67 | 21 | 1.5% |
| 66 | 21 | 1.5% |
| 110 | 21 | 1.5% |
| 62 | 20 | 1.4% |
| 55 | 20 | 1.4% |
| 56 | 19 | 1.4% |
| Other values (80) | 1172 |
| Value | Count | Frequency (%) |
| 39 | 16 | |
| 40 | 16 | |
| 41 | 18 | |
| 42 | 19 | |
| 43 | 16 | |
| 44 | 17 | |
| 45 | 17 | |
| 46 | 14 | |
| 47 | 12 | |
| 48 | 13 |
| Value | Count | Frequency (%) |
| 128 | 19 | |
| 127 | 15 | |
| 126 | 8 | 0.6% |
| 125 | 6 | 0.4% |
| 124 | 22 | |
| 123 | 13 | |
| 122 | 15 | |
| 121 | 22 | |
| 120 | 14 | |
| 119 | 17 |
ALT 1
Real number (ℝ≥0)
| Distinct | 90 |
|---|---|
| Distinct (%) | 6.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 83.91624549 |
|---|---|
| Minimum | 39 |
| Maximum | 128 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.9 KiB |
Quantile statistics
| Minimum | 39 |
|---|---|
| 5-th percentile | 43 |
| Q1 | 62 |
| median | 83 |
| Q3 | 106 |
| 95-th percentile | 125 |
| Maximum | 128 |
| Range | 89 |
| Interquartile range (IQR) | 44 |
Descriptive statistics
| Standard deviation | 25.92279952 |
|---|---|
| Coefficient of variation (CV) | 0.3089127662 |
| Kurtosis | -1.164678686 |
| Mean | 83.91624549 |
| Median Absolute Deviation (MAD) | 22 |
| Skewness | 0.01792627375 |
| Sum | 116224 |
| Variance | 671.991535 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 126 | 30 | 2.2% |
| 109 | 25 | 1.8% |
| 86 | 24 | 1.7% |
| 93 | 22 | 1.6% |
| 63 | 22 | 1.6% |
| 101 | 22 | 1.6% |
| 78 | 22 | 1.6% |
| 102 | 21 | 1.5% |
| 70 | 21 | 1.5% |
| 81 | 20 | 1.4% |
| Other values (80) | 1156 |
| Value | Count | Frequency (%) |
| 39 | 20 | |
| 40 | 12 | |
| 41 | 18 | |
| 42 | 13 | |
| 43 | 14 | |
| 44 | 14 | |
| 45 | 12 | |
| 46 | 10 | |
| 47 | 11 | |
| 48 | 17 |
| Value | Count | Frequency (%) |
| 128 | 17 | |
| 127 | 17 | |
| 126 | 30 | |
| 125 | 11 | 0.8% |
| 124 | 19 | |
| 123 | 15 | |
| 122 | 17 | |
| 121 | 18 | |
| 120 | 12 | 0.9% |
| 119 | 12 | 0.9% |
ALT4
Real number (ℝ≥0)
| Distinct | 90 |
|---|---|
| Distinct (%) | 6.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 83.40577617 |
|---|---|
| Minimum | 39 |
| Maximum | 128 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.9 KiB |
Quantile statistics
| Minimum | 39 |
|---|---|
| 5-th percentile | 43 |
| Q1 | 61 |
| median | 82 |
| Q3 | 107 |
| 95-th percentile | 124 |
| Maximum | 128 |
| Range | 89 |
| Interquartile range (IQR) | 46 |
Descriptive statistics
| Standard deviation | 26.52972967 |
|---|---|
| Coefficient of variation (CV) | 0.3180802444 |
| Kurtosis | -1.25148903 |
| Mean | 83.40577617 |
| Median Absolute Deviation (MAD) | 23 |
| Skewness | 0.02328852466 |
| Sum | 115517 |
| Variance | 703.8265562 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 120 | 27 | 1.9% |
| 64 | 26 | 1.9% |
| 71 | 25 | 1.8% |
| 43 | 24 | 1.7% |
| 118 | 22 | 1.6% |
| 117 | 21 | 1.5% |
| 81 | 21 | 1.5% |
| 114 | 21 | 1.5% |
| 67 | 21 | 1.5% |
| 53 | 20 | 1.4% |
| Other values (80) | 1157 |
| Value | Count | Frequency (%) |
| 39 | 15 | |
| 40 | 17 | |
| 41 | 18 | |
| 42 | 13 | |
| 43 | 24 | |
| 44 | 17 | |
| 45 | 18 | |
| 46 | 13 | |
| 47 | 12 | |
| 48 | 16 |
| Value | Count | Frequency (%) |
| 128 | 19 | |
| 127 | 18 | |
| 126 | 9 | 0.6% |
| 125 | 14 | |
| 124 | 18 | |
| 123 | 15 | |
| 122 | 14 | |
| 121 | 13 | |
| 120 | 27 | |
| 119 | 16 |
ALT 12
Real number (ℝ≥0)
| Distinct | 90 |
|---|---|
| Distinct (%) | 6.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 83.51046931 |
|---|---|
| Minimum | 39 |
| Maximum | 128 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.9 KiB |
Quantile statistics
| Minimum | 39 |
|---|---|
| 5-th percentile | 43 |
| Q1 | 60 |
| median | 84 |
| Q3 | 106 |
| 95-th percentile | 123 |
| Maximum | 128 |
| Range | 89 |
| Interquartile range (IQR) | 46 |
Descriptive statistics
| Standard deviation | 26.06447788 |
|---|---|
| Coefficient of variation (CV) | 0.312110303 |
| Kurtosis | -1.200700237 |
| Mean | 83.51046931 |
| Median Absolute Deviation (MAD) | 23 |
| Skewness | -0.01116728514 |
| Sum | 115662 |
| Variance | 679.3570074 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 39 | 22 | 1.6% |
| 89 | 22 | 1.6% |
| 103 | 22 | 1.6% |
| 68 | 22 | 1.6% |
| 85 | 21 | 1.5% |
| 121 | 21 | 1.5% |
| 116 | 21 | 1.5% |
| 60 | 21 | 1.5% |
| 59 | 20 | 1.4% |
| 43 | 20 | 1.4% |
| Other values (80) | 1173 |
| Value | Count | Frequency (%) |
| 39 | 22 | |
| 40 | 12 | |
| 41 | 11 | |
| 42 | 18 | |
| 43 | 20 | |
| 44 | 15 | |
| 45 | 12 | |
| 46 | 13 | |
| 47 | 19 | |
| 48 | 16 |
| Value | Count | Frequency (%) |
| 128 | 16 | |
| 127 | 17 | |
| 126 | 13 | |
| 125 | 7 | 0.5% |
| 124 | 16 | |
| 123 | 13 | |
| 122 | 17 | |
| 121 | 21 | |
| 120 | 16 | |
| 119 | 16 |
ALT 24
Real number (ℝ≥0)
| Distinct | 90 |
|---|---|
| Distinct (%) | 6.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 83.70902527 |
|---|---|
| Minimum | 39 |
| Maximum | 128 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.9 KiB |
Quantile statistics
| Minimum | 39 |
|---|---|
| 5-th percentile | 42 |
| Q1 | 61 |
| median | 83 |
| Q3 | 107 |
| 95-th percentile | 124 |
| Maximum | 128 |
| Range | 89 |
| Interquartile range (IQR) | 46 |
Descriptive statistics
| Standard deviation | 26.20599445 |
|---|---|
| Coefficient of variation (CV) | 0.3130605615 |
| Kurtosis | -1.211084312 |
| Mean | 83.70902527 |
| Median Absolute Deviation (MAD) | 23 |
| Skewness | -0.03309517243 |
| Sum | 115937 |
| Variance | 686.7541454 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 115 | 27 | 1.9% |
| 101 | 25 | 1.8% |
| 126 | 24 | 1.7% |
| 84 | 22 | 1.6% |
| 41 | 22 | 1.6% |
| 107 | 22 | 1.6% |
| 122 | 22 | 1.6% |
| 104 | 22 | 1.6% |
| 92 | 21 | 1.5% |
| 81 | 21 | 1.5% |
| Other values (80) | 1157 |
| Value | Count | Frequency (%) |
| 39 | 16 | |
| 40 | 17 | |
| 41 | 22 | |
| 42 | 18 | |
| 43 | 20 | |
| 44 | 14 | |
| 45 | 9 | |
| 46 | 16 | |
| 47 | 21 | |
| 48 | 7 | 0.5% |
| Value | Count | Frequency (%) |
| 128 | 10 | |
| 127 | 16 | |
| 126 | 24 | |
| 125 | 12 | |
| 124 | 13 | |
| 123 | 13 | |
| 122 | 22 | |
| 121 | 7 | 0.5% |
| 120 | 19 | |
| 119 | 14 |
ALT 36
Real number (ℝ≥0)
| Distinct | 91 |
|---|---|
| Distinct (%) | 6.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 83.11768953 |
|---|---|
| Minimum | 5 |
| Maximum | 128 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.9 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 43 |
| Q1 | 61 |
| median | 84 |
| Q3 | 106 |
| 95-th percentile | 124 |
| Maximum | 128 |
| Range | 123 |
| Interquartile range (IQR) | 45 |
Descriptive statistics
| Standard deviation | 26.3990308 |
|---|---|
| Coefficient of variation (CV) | 0.3176102578 |
| Kurtosis | -1.11078595 |
| Mean | 83.11768953 |
| Median Absolute Deviation (MAD) | 22 |
| Skewness | -0.04143070854 |
| Sum | 115118 |
| Variance | 696.908827 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 64 | 25 | 1.8% |
| 114 | 24 | 1.7% |
| 39 | 24 | 1.7% |
| 95 | 23 | 1.7% |
| 51 | 23 | 1.7% |
| 87 | 22 | 1.6% |
| 46 | 21 | 1.5% |
| 65 | 21 | 1.5% |
| 128 | 20 | 1.4% |
| 103 | 20 | 1.4% |
| Other values (81) | 1162 |
| Value | Count | Frequency (%) |
| 5 | 3 | 0.2% |
| 39 | 24 | |
| 40 | 11 | |
| 41 | 19 | |
| 42 | 11 | |
| 43 | 18 | |
| 44 | 11 | |
| 45 | 16 | |
| 46 | 21 | |
| 47 | 16 |
| Value | Count | Frequency (%) |
| 128 | 20 | |
| 127 | 14 | |
| 126 | 13 | |
| 125 | 20 | |
| 124 | 9 | |
| 123 | 13 | |
| 122 | 16 | |
| 121 | 15 | |
| 120 | 15 | |
| 119 | 19 |
ALT 48
Real number (ℝ≥0)
| Distinct | 91 |
|---|---|
| Distinct (%) | 6.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 83.62960289 |
|---|---|
| Minimum | 5 |
| Maximum | 128 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.9 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 43 |
| Q1 | 61 |
| median | 83 |
| Q3 | 106 |
| 95-th percentile | 124 |
| Maximum | 128 |
| Range | 123 |
| Interquartile range (IQR) | 45 |
Descriptive statistics
| Standard deviation | 26.22395469 |
|---|---|
| Coefficient of variation (CV) | 0.3135726319 |
| Kurtosis | -1.076860808 |
| Mean | 83.62960289 |
| Median Absolute Deviation (MAD) | 22 |
| Skewness | -0.04445700614 |
| Sum | 115827 |
| Variance | 687.6957993 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 78 | 25 | 1.8% |
| 101 | 24 | 1.7% |
| 120 | 24 | 1.7% |
| 56 | 23 | 1.7% |
| 107 | 23 | 1.7% |
| 123 | 23 | 1.7% |
| 44 | 23 | 1.7% |
| 72 | 22 | 1.6% |
| 114 | 21 | 1.5% |
| 69 | 20 | 1.4% |
| Other values (81) | 1157 |
| Value | Count | Frequency (%) |
| 5 | 3 | 0.2% |
| 39 | 15 | |
| 40 | 11 | |
| 41 | 15 | |
| 42 | 15 | |
| 43 | 17 | |
| 44 | 23 | |
| 45 | 13 | |
| 46 | 11 | |
| 47 | 16 |
| Value | Count | Frequency (%) |
| 128 | 20 | |
| 127 | 11 | |
| 126 | 18 | |
| 125 | 17 | |
| 124 | 18 | |
| 123 | 23 | |
| 122 | 9 | 0.6% |
| 121 | 14 | |
| 120 | 24 | |
| 119 | 15 |
ALT after 24 w
Real number (ℝ≥0)
| Distinct | 25 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33.43826715 |
|---|---|
| Minimum | 5 |
| Maximum | 45 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.9 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 23 |
| Q1 | 28 |
| median | 34 |
| Q3 | 40 |
| 95-th percentile | 44 |
| Maximum | 45 |
| Range | 40 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 7.073569416 |
|---|---|
| Coefficient of variation (CV) | 0.2115411479 |
| Kurtosis | -0.7491137993 |
| Mean | 33.43826715 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | -0.111222441 |
| Sum | 46312 |
| Variance | 50.03538428 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 34 | 72 | 5.2% |
| 25 | 69 | 5.0% |
| 30 | 68 | 4.9% |
| 45 | 65 | 4.7% |
| 24 | 65 | 4.7% |
| 43 | 64 | 4.6% |
| 36 | 62 | 4.5% |
| 28 | 60 | 4.3% |
| 33 | 60 | 4.3% |
| 41 | 59 | 4.3% |
| Other values (15) | 741 |
| Value | Count | Frequency (%) |
| 5 | 3 | 0.2% |
| 22 | 57 | |
| 23 | 57 | |
| 24 | 65 | |
| 25 | 69 | |
| 26 | 49 | |
| 27 | 41 | |
| 28 | 60 | |
| 29 | 51 | |
| 30 | 68 |
| Value | Count | Frequency (%) |
| 45 | 65 | |
| 44 | 50 | |
| 43 | 64 | |
| 42 | 56 | |
| 41 | 59 | |
| 40 | 56 | |
| 39 | 57 | |
| 38 | 49 | |
| 37 | 51 | |
| 36 | 62 |
RNA Base
Real number (ℝ≥0)
| Distinct | 1384 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 590951.2188 |
|---|---|
| Minimum | 11 |
| Maximum | 1201086 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.9 KiB |
Quantile statistics
| Minimum | 11 |
|---|---|
| 5-th percentile | 50027.8 |
| Q1 | 269253 |
| median | 593103 |
| Q3 | 886791 |
| 95-th percentile | 1145480.8 |
| Maximum | 1201086 |
| Range | 1201075 |
| Interquartile range (IQR) | 617538 |
Descriptive statistics
| Standard deviation | 353935.3576 |
|---|---|
| Coefficient of variation (CV) | 0.5989248289 |
| Kurtosis | -1.206751059 |
| Mean | 590951.2188 |
| Median Absolute Deviation (MAD) | 309342 |
| Skewness | 0.01866636659 |
| Sum | 818467438 |
| Variance | 1.252702374 × 1011 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 23179 | 2 | 0.1% |
| 661503 | 1 | 0.1% |
| 156310 | 1 | 0.1% |
| 31384 | 1 | 0.1% |
| 291481 | 1 | 0.1% |
| 679752 | 1 | 0.1% |
| 455324 | 1 | 0.1% |
| 119454 | 1 | 0.1% |
| 1145504 | 1 | 0.1% |
| 653985 | 1 | 0.1% |
| Other values (1374) | 1374 |
| Value | Count | Frequency (%) |
| 11 | 1 | |
| 385 | 1 | |
| 1009 | 1 | |
| 1500 | 1 | |
| 4210 | 1 | |
| 5574 | 1 | |
| 6677 | 1 | |
| 8331 | 1 | |
| 8984 | 1 | |
| 10642 | 1 |
| Value | Count | Frequency (%) |
| 1201086 | 1 | |
| 1200762 | 1 | |
| 1199901 | 1 | |
| 1199051 | 1 | |
| 1198310 | 1 | |
| 1197511 | 1 | |
| 1194936 | 1 | |
| 1194301 | 1 | |
| 1193200 | 1 | |
| 1192364 | 1 |
RNA 4
Real number (ℝ≥0)
| Distinct | 1384 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 600895.6498 |
|---|---|
| Minimum | 5 |
| Maximum | 1201715 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.9 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 52951.8 |
| Q1 | 270893 |
| median | 597869 |
| Q3 | 909093 |
| 95-th percentile | 1159783.4 |
| Maximum | 1201715 |
| Range | 1201710 |
| Interquartile range (IQR) | 638200 |
Descriptive statistics
| Standard deviation | 362315.1328 |
|---|---|
| Coefficient of variation (CV) | 0.6029584885 |
| Kurtosis | -1.262065692 |
| Mean | 600895.6498 |
| Median Absolute Deviation (MAD) | 317201 |
| Skewness | 0.004409373266 |
| Sum | 832240475 |
| Variance | 1.312722554 × 1011 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 709348 | 2 | 0.1% |
| 158425 | 1 | 0.1% |
| 1200201 | 1 | 0.1% |
| 879407 | 1 | 0.1% |
| 787879 | 1 | 0.1% |
| 709314 | 1 | 0.1% |
| 680644 | 1 | 0.1% |
| 625349 | 1 | 0.1% |
| 1186503 | 1 | 0.1% |
| 670753 | 1 | 0.1% |
| Other values (1374) | 1374 |
| Value | Count | Frequency (%) |
| 5 | 1 | |
| 190 | 1 | |
| 774 | 1 | |
| 813 | 1 | |
| 1573 | 1 | |
| 3556 | 1 | |
| 3758 | 1 | |
| 3805 | 1 | |
| 3875 | 1 | |
| 4794 | 1 |
| Value | Count | Frequency (%) |
| 1201715 | 1 | |
| 1201123 | 1 | |
| 1200649 | 1 | |
| 1200273 | 1 | |
| 1200201 | 1 | |
| 1200194 | 1 | |
| 1200118 | 1 | |
| 1199513 | 1 | |
| 1199366 | 1 | |
| 1199348 | 1 |
RNA 12
Real number (ℝ≥0)
| Distinct | 1001 |
|---|---|
| Distinct (%) | 72.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 288753.6123 |
|---|---|
| Minimum | 5 |
| Maximum | 3731527 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.9 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 5 |
| median | 234359 |
| Q3 | 524819 |
| 95-th percentile | 755950.6 |
| Maximum | 3731527 |
| Range | 3731522 |
| Interquartile range (IQR) | 524814 |
Descriptive statistics
| Standard deviation | 285350.6745 |
|---|---|
| Coefficient of variation (CV) | 0.9882150816 |
| Kurtosis | 13.75077862 |
| Mean | 288753.6123 |
| Median Absolute Deviation (MAD) | 234354 |
| Skewness | 1.597587289 |
| Sum | 399923753 |
| Variance | 8.142500744 × 1010 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 385 | 27.8% |
| 690905 | 1 | 0.1% |
| 209484 | 1 | 0.1% |
| 679822 | 1 | 0.1% |
| 35471 | 1 | 0.1% |
| 729033 | 1 | 0.1% |
| 764556 | 1 | 0.1% |
| 628246 | 1 | 0.1% |
| 244360 | 1 | 0.1% |
| 66179 | 1 | 0.1% |
| Other values (991) | 991 |
| Value | Count | Frequency (%) |
| 5 | 385 | |
| 617 | 1 | 0.1% |
| 2206 | 1 | 0.1% |
| 2517 | 1 | 0.1% |
| 2744 | 1 | 0.1% |
| 2898 | 1 | 0.1% |
| 3143 | 1 | 0.1% |
| 3853 | 1 | 0.1% |
| 4230 | 1 | 0.1% |
| 4854 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 3731527 | 1 | |
| 810028 | 1 | |
| 809245 | 1 | |
| 806651 | 1 | |
| 806109 | 1 | |
| 805636 | 1 | |
| 805218 | 1 | |
| 803685 | 1 | |
| 802517 | 1 | |
| 801981 | 1 |
RNA EOT
Real number (ℝ≥0)
| Distinct | 1002 |
|---|---|
| Distinct (%) | 72.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 287660.3365 |
|---|---|
| Minimum | 5 |
| Maximum | 808450 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.9 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 5 |
| median | 251376 |
| Q3 | 517806 |
| 95-th percentile | 747021.4 |
| Maximum | 808450 |
| Range | 808445 |
| Interquartile range (IQR) | 517801 |
Descriptive statistics
| Standard deviation | 264559.5251 |
|---|---|
| Coefficient of variation (CV) | 0.9196941376 |
| Kurtosis | -1.202324311 |
| Mean | 287660.3365 |
| Median Absolute Deviation (MAD) | 251371 |
| Skewness | 0.4115446543 |
| Sum | 398409566 |
| Variance | 6.999174231 × 1010 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 384 | 27.7% |
| 155395 | 1 | 0.1% |
| 537019 | 1 | 0.1% |
| 742083 | 1 | 0.1% |
| 410305 | 1 | 0.1% |
| 719552 | 1 | 0.1% |
| 600539 | 1 | 0.1% |
| 410300 | 1 | 0.1% |
| 727795 | 1 | 0.1% |
| 170888 | 1 | 0.1% |
| Other values (992) | 992 |
| Value | Count | Frequency (%) |
| 5 | 384 | |
| 408 | 1 | 0.1% |
| 2460 | 1 | 0.1% |
| 6198 | 1 | 0.1% |
| 6325 | 1 | 0.1% |
| 6636 | 1 | 0.1% |
| 7115 | 1 | 0.1% |
| 8165 | 1 | 0.1% |
| 8196 | 1 | 0.1% |
| 8390 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 808450 | 1 | |
| 808142 | 1 | |
| 807218 | 1 | |
| 807175 | 1 | |
| 806669 | 1 | |
| 806605 | 1 | |
| 806028 | 1 | |
| 805717 | 1 | |
| 804770 | 1 | |
| 804735 | 1 |
RNA EF
Real number (ℝ≥0)
| Distinct | 1004 |
|---|---|
| Distinct (%) | 72.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 291378.291 |
|---|---|
| Minimum | 5 |
| Maximum | 810333 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.9 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 5 |
| median | 244049 |
| Q3 | 527864 |
| 95-th percentile | 753952.8 |
| Maximum | 810333 |
| Range | 810328 |
| Interquartile range (IQR) | 527859 |
Descriptive statistics
| Standard deviation | 267700.6917 |
|---|---|
| Coefficient of variation (CV) | 0.9187393159 |
| Kurtosis | -1.230612399 |
| Mean | 291378.291 |
| Median Absolute Deviation (MAD) | 244044 |
| Skewness | 0.4050748116 |
| Sum | 403558933 |
| Variance | 7.166366034 × 1010 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 382 | 27.6% |
| 657407 | 1 | 0.1% |
| 574121 | 1 | 0.1% |
| 311999 | 1 | 0.1% |
| 578238 | 1 | 0.1% |
| 58043 | 1 | 0.1% |
| 684488 | 1 | 0.1% |
| 588472 | 1 | 0.1% |
| 578231 | 1 | 0.1% |
| 639670 | 1 | 0.1% |
| Other values (994) | 994 |
| Value | Count | Frequency (%) |
| 5 | 382 | |
| 570 | 1 | 0.1% |
| 1417 | 1 | 0.1% |
| 1876 | 1 | 0.1% |
| 2549 | 1 | 0.1% |
| 2633 | 1 | 0.1% |
| 2831 | 1 | 0.1% |
| 5005 | 1 | 0.1% |
| 5628 | 1 | 0.1% |
| 6583 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 810333 | 1 | |
| 810056 | 1 | |
| 809017 | 1 | |
| 807660 | 1 | |
| 807603 | 1 | |
| 807076 | 1 | |
| 806425 | 1 | |
| 806204 | 1 | |
| 805061 | 1 | |
| 804036 | 1 |
Baseline histological Grading
Real number (ℝ≥0)
| Distinct | 14 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.761732852 |
|---|---|
| Minimum | 3 |
| Maximum | 16 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.9 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 6 |
| median | 10 |
| Q3 | 13 |
| 95-th percentile | 16 |
| Maximum | 16 |
| Range | 13 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 4.023896452 |
|---|---|
| Coefficient of variation (CV) | 0.412211286 |
| Kurtosis | -1.220059766 |
| Mean | 9.761732852 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -0.1059609037 |
| Sum | 13520 |
| Variance | 16.19174266 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 15 | 139 | |
| 11 | 121 | 8.7% |
| 14 | 106 | 7.7% |
| 9 | 103 | 7.4% |
| 6 | 102 | 7.4% |
| 12 | 101 | 7.3% |
| 8 | 97 | 7.0% |
| 13 | 95 | 6.9% |
| 4 | 94 | 6.8% |
| 5 | 93 | 6.7% |
| Other values (4) | 334 |
| Value | Count | Frequency (%) |
| 3 | 89 | |
| 4 | 94 | |
| 5 | 93 | |
| 6 | 102 | |
| 7 | 72 | |
| 8 | 97 | |
| 9 | 103 | |
| 10 | 87 | |
| 11 | 121 | |
| 12 | 101 |
| Value | Count | Frequency (%) |
| 16 | 86 | |
| 15 | 139 | |
| 14 | 106 | |
| 13 | 95 | |
| 12 | 101 | |
| 11 | 121 | |
| 10 | 87 | |
| 9 | 103 | |
| 8 | 97 | |
| 7 | 72 |
Baselinehistological staging
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.6 KiB |
| 4 | |
|---|---|
| 3 | |
| 1 | |
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1385 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 4 |
| 4th row | 3 |
| 5th row | 1 |
| Value | Count | Frequency (%) |
| 4 | 362 | |
| 3 | 355 | |
| 1 | 336 | |
| 2 | 332 |
| Value | Count | Frequency (%) |
| 4 | 362 | |
| 3 | 355 | |
| 1 | 336 | |
| 2 | 332 |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 362 | |
| 3 | 355 | |
| 1 | 336 | |
| 2 | 332 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1385 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 4 | 362 | |
| 3 | 355 | |
| 1 | 336 | |
| 2 | 332 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1385 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 4 | 362 | |
| 3 | 355 | |
| 1 | 336 | |
| 2 | 332 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1385 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 4 | 362 | |
| 3 | 355 | |
| 1 | 336 | |
| 2 | 332 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| Age | Gender | BMI | Fever | Nausea/Vomting | Headache | Diarrhea | Fatigue & generalized bone ache | Jaundice | Epigastric pain | WBC | RBC | HGB | Plat | AST 1 | ALT 1 | ALT4 | ALT 12 | ALT 24 | ALT 36 | ALT 48 | ALT after 24 w | RNA Base | RNA 4 | RNA 12 | RNA EOT | RNA EF | Baseline histological Grading | Baselinehistological staging | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 56 | 1 | 35 | 2 | 1 | 1 | 1 | 2 | 2 | 2 | 7425 | 4248807.0 | 14 | 112132.0 | 99 | 84 | 52.0 | 109 | 81 | 5 | 5 | 5 | 655330 | 634536 | 288194 | 5 | 5 | 13 | 2 |
| 1 | 46 | 1 | 29 | 1 | 2 | 2 | 1 | 2 | 2 | 1 | 12101 | 4429425.0 | 10 | 129367.0 | 91 | 123 | 95.0 | 75 | 113 | 57 | 123 | 44 | 40620 | 538635 | 637056 | 336804 | 31085 | 4 | 2 |
| 2 | 57 | 1 | 33 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 4178 | 4621191.0 | 12 | 151522.0 | 113 | 49 | 95.0 | 107 | 116 | 5 | 5 | 5 | 571148 | 661346 | 5 | 735945 | 558829 | 4 | 4 |
| 3 | 49 | 2 | 33 | 1 | 2 | 1 | 2 | 1 | 2 | 1 | 6490 | 4794631.0 | 10 | 146457.0 | 43 | 64 | 109.0 | 80 | 88 | 48 | 77 | 33 | 1041941 | 449939 | 585688 | 744463 | 582301 | 10 | 3 |
| 4 | 59 | 1 | 32 | 1 | 1 | 2 | 1 | 2 | 2 | 2 | 3661 | 4606375.0 | 11 | 187684.0 | 99 | 104 | 67.0 | 48 | 120 | 94 | 90 | 30 | 660410 | 738756 | 3731527 | 338946 | 242861 | 11 | 1 |
| 5 | 58 | 2 | 22 | 2 | 2 | 2 | 1 | 2 | 2 | 1 | 11785 | 3882456.0 | 15 | 131228.0 | 66 | 104 | 121.0 | 96 | 65 | 73 | 114 | 29 | 1157452 | 1086852 | 5 | 5 | 5 | 4 | 4 |
| 6 | 42 | 2 | 26 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 11620 | 4747333.0 | 12 | 177261.0 | 78 | 57 | 113.0 | 118 | 107 | 84 | 80 | 28 | 325694 | 1034008 | 275095 | 214566 | 635157 | 12 | 4 |
| 7 | 48 | 2 | 30 | 1 | 1 | 2 | 2 | 1 | 1 | 2 | 7335 | 4405941.0 | 11 | 216176.0 | 119 | 112 | 80.0 | 127 | 45 | 96 | 53 | 39 | 641129 | 72050 | 787295 | 370605 | 506296 | 12 | 3 |
| 8 | 44 | 1 | 23 | 1 | 1 | 2 | 2 | 2 | 1 | 2 | 10480 | 4608464.0 | 12 | 148889.0 | 93 | 83 | 55.0 | 102 | 97 | 122 | 39 | 45 | 591441 | 757361 | 5 | 371090 | 203042 | 5 | 2 |
| 9 | 45 | 1 | 30 | 2 | 1 | 2 | 2 | 1 | 1 | 2 | 6681 | 4455329.0 | 12 | 98200.0 | 55 | 68 | 72.0 | 127 | 81 | 125 | 43 | 30 | 1151206 | 230488 | 267320 | 275295 | 555516 | 4 | 2 |
Last rows
| Age | Gender | BMI | Fever | Nausea/Vomting | Headache | Diarrhea | Fatigue & generalized bone ache | Jaundice | Epigastric pain | WBC | RBC | HGB | Plat | AST 1 | ALT 1 | ALT4 | ALT 12 | ALT 24 | ALT 36 | ALT 48 | ALT after 24 w | RNA Base | RNA 4 | RNA 12 | RNA EOT | RNA EF | Baseline histological Grading | Baselinehistological staging | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1375 | 59 | 1 | 28 | 1 | 2 | 1 | 1 | 2 | 2 | 1 | 9867 | 4367201.0 | 13 | 210688.0 | 86 | 87 | 102.0 | 53 | 119 | 124 | 65 | 25 | 1046235 | 270893 | 806651 | 68337 | 348445 | 16 | 2 |
| 1376 | 46 | 1 | 27 | 2 | 1 | 2 | 2 | 1 | 2 | 1 | 3637 | 4453055.0 | 12 | 120777.0 | 40 | 49 | 77.0 | 73 | 103 | 58 | 120 | 24 | 168044 | 1027366 | 5 | 5 | 5 | 11 | 2 |
| 1377 | 52 | 2 | 25 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 7480 | 3922244.0 | 14 | 183040.0 | 109 | 50 | 98.0 | 74 | 50 | 64 | 122 | 41 | 174686 | 434026 | 451156 | 634462 | 396750 | 16 | 2 |
| 1378 | 33 | 1 | 24 | 1 | 1 | 1 | 2 | 2 | 2 | 1 | 7730 | 4627740.0 | 11 | 180703.0 | 42 | 124 | 67.0 | 90 | 56 | 46 | 127 | 32 | 1174355 | 1039853 | 531640 | 720118 | 13809 | 16 | 4 |
| 1379 | 53 | 1 | 31 | 2 | 2 | 1 | 2 | 2 | 2 | 1 | 4196 | 4076324.0 | 12 | 150065.0 | 89 | 113 | 52.0 | 39 | 54 | 86 | 78 | 36 | 886656 | 460080 | 591040 | 621014 | 20645 | 13 | 4 |
| 1380 | 44 | 1 | 29 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 7044 | 4957174.0 | 15 | 202520.0 | 122 | 59 | 78.0 | 106 | 127 | 63 | 44 | 45 | 387795 | 55938 | 5 | 5 | 5 | 15 | 4 |
| 1381 | 55 | 1 | 34 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 6207 | 4636951.0 | 10 | 115776.0 | 128 | 102 | 65.0 | 99 | 108 | 97 | 64 | 41 | 481378 | 152961 | 393339 | 73574 | 236273 | 10 | 2 |
| 1382 | 42 | 1 | 26 | 2 | 2 | 1 | 1 | 1 | 2 | 1 | 4913 | 4122038.0 | 14 | 128354.0 | 61 | 93 | 123.0 | 61 | 116 | 87 | 39 | 24 | 612664 | 572756 | 806109 | 343719 | 160457 | 6 | 2 |
| 1383 | 52 | 1 | 29 | 2 | 1 | 1 | 2 | 2 | 2 | 1 | 7257 | 4241990.0 | 10 | 205908.0 | 70 | 97 | 104.0 | 74 | 47 | 48 | 81 | 43 | 139872 | 76161 | 515730 | 2460 | 696074 | 15 | 3 |
| 1384 | 55 | 2 | 26 | 1 | 2 | 2 | 2 | 1 | 2 | 1 | 11832 | 4059176.0 | 14 | 136615.0 | 51 | 126 | 39.0 | 68 | 115 | 64 | 71 | 34 | 1190577 | 628730 | 5 | 5 | 5 | 13 | 3 |